Climate twins of White Lake, SD

These are the US cities whose 12-month climate pattern most closely matches White Lake's. Each "twin" must be at least 140 miles away to avoid trivial near-neighbor matches. Similarity is computed across all 24 monthly metrics (12 average temperatures + 12 average precipitations), normalized so temperature and precipitation contribute equally.

Side-by-side: White Lake vs its climate twin

Top match: Sargent, NE

Month White Lake Sargent
High Low Precip High Low Precip
January 27.1°F 8.2°F 0.47 in 36.0°F 9.2°F 0.57 in
February 32.0°F 11.7°F 0.68 in 39.0°F 12.8°F 0.85 in
March 44.0°F 21.7°F 1.01 in 49.0°F 22.3°F 1.53 in
April 57.0°F 32.9°F 3.03 in 59.1°F 32.2°F 3.28 in
May 68.5°F 46.0°F 3.72 in 69.6°F 44.0°F 4.06 in
June 78.8°F 57.1°F 3.63 in 80.2°F 55.2°F 4.10 in
July 85.5°F 62.3°F 2.99 in 85.7°F 60.4°F 3.07 in
August 83.1°F 59.5°F 2.58 in 84.2°F 57.7°F 3.19 in
September 75.4°F 50.2°F 2.58 in 76.5°F 48.5°F 2.18 in
October 59.8°F 36.1°F 1.87 in 63.5°F 33.6°F 2.25 in
November 44.1°F 22.7°F 0.70 in 48.8°F 21.0°F 1.03 in
December 30.7°F 12.6°F 0.62 in 37.9°F 12.4°F 0.72 in

How this is computed

Each city is represented by a 24-dimensional vector: 12 monthly average temperatures and 12 monthly average precipitations. Each dimension is z-score normalized across the population of US cities, so that temperature variance and precipitation variance contribute proportionally. Distance between cities is Euclidean. We filter out cities within 2° latitude/longitude (~140 miles) so that "twins" mean climatically similar but geographically distinct — not just the neighboring town. Full methodology →